Advanced Framework for Animal Sound Classification With Features Optimization.
Qiang YangXiuying ChenChangsheng MaCarlos M. DuarteXiangliang ZhangPublished in: CoRR (2024)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature set
- feature space
- classification method
- optimization scheme
- benchmark datasets
- extracted features
- feature analysis
- class labels
- support vector machine svm
- image classification
- svm classifier
- feature selection
- classification models
- pattern recognition
- decision trees
- key features
- feature values
- multiple features
- classification process
- machine learning
- extracting features
- risk minimization
- classification algorithm
- supervised learning
- text classification
- false positives
- pattern classification
- classification scheme
- feature representation
- labeled data
- multiple kernel learning
- bayesian classifier
- knn
- svm classification
- probabilistic model
- irrelevant features
- active learning
- neural network
- kernel fisher